{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/makani","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/26f72a63-99ae-40b7-8a4f-223fa949bd9c","json_url":"https://onlylabs.fyi/signals/26f72a63-99ae-40b7-8a4f-223fa949bd9c/signal.json","generated_at":"2026-06-11T03:56:03.841777+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/26f72a63-99ae-40b7-8a4f-223fa949bd9c","signal_json":"https://onlylabs.fyi/signals/26f72a63-99ae-40b7-8a4f-223fa949bd9c/signal.json","source":"https://github.com/NVIDIA/makani","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"NVIDIA published NVIDIA/makani (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/makani · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/makani","source_host":"github.com","occurred_at":"2023-09-26T12:30:55+00:00","first_seen_at":"2026-06-06T01:49:43.157024+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/makani","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"387","source":"traction"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"training","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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implications."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/makani","text":"NVIDIA published repo NVIDIA/makani."},{"subject":"NVIDIA/makani","predicate":"is classified as","object":"repo signal","text":"NVIDIA/makani is classified as repo signal."},{"subject":"NVIDIA/makani","predicate":"belongs to","object":"repos desk","text":"NVIDIA/makani belongs to repos desk."},{"subject":"NVIDIA/makani","predicate":"has context","object":"Python","text":"NVIDIA/makani has context Python."},{"subject":"NVIDIA/makani","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/makani has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/makani","predicate":"matches data-business lanes","object":"Infrastructure","text":"NVIDIA/makani matches data-business lanes Infrastructure."},{"subject":"NVIDIA/makani","predicate":"has captured page count","object":"1","text":"NVIDIA/makani has captured page count 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/makani · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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Makani was used to train [FourCastNet3 [1]](https://arxiv.org/abs/2507.12144v2), [Spherical Fourier Neural Operators (SFNO) [2]](https://arxiv.org/abs/2306.03838) for weather (FourCastNet2), [Huge ensemble of SFNO (HENS-SFNO)..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/makani","final_url":"https://github.com/NVIDIA/makani","title":"NVIDIA/makani repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:03.841777+00:00","bytes":28151,"raw_path":"e73f54ae4252f4415acbd8f02cd1e62ba364c4900a453b57f8af33165e0855f6.json","content_hash":"931f1d5390c7a1b1283693a91352070c1972e873ef05a8944226e264670d6b4d","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/makani Description: Massively parallel training of machine-learning based weather and climate models Language: Python License: NOASSERTION Stars: 387 Forks: 74 Open issues: 9 Created: 2023-09-26T12:30:55Z Pushed: 2026-06-10T14:31:34Z Default branch: main Fork: no Archived: no README: Makani: Massively parallel training of machine-learning based weather and climate models [**Overview**](#overview) | [**Getting started**](#getting-started) | [**More information**](#more-about-makani) | [**Contributing**](#contributing) | [**Further reading**](#further-reading) | [**References**](#references) [![tests](https://github.com/NVIDIA/makani/actions/workflows/tests.yml/badge.svg)](https://github.com/NVIDIA/makani/actions/workflows/tests.yml) Makani (the Hawaiian word for wind 🍃🌺) is a library designed to enable the research and development of the next generation of machine-learning (ML) based weather and climate models in PyTorch. 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